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TFMs, despite being the leading approach for tabular predictions, fail to consistently represent joint distributions, raising concerns about their reliability in practical applications.
Forget unreliable forecasts: CircuITS offers structurally guaranteed valid joint distributions for irregular multivariate time series, outperforming existing methods in joint and marginal density estimation.
